[workshop-sync] workshop/19-research-driven-training-node.md: broken secondary-source doc URLs in metadata comment #3176

Workshop file reviewed

workshop/19-research-driven-training-node.md

Problem

The hidden <research-node-metadata> XML comment block at the end of the file lists two secondary sources that are not valid gh-aw documentation URLs:

<secondary-sources>
  <source>https://github.github.com/gh-aw/reference/llms/</source>
  <source>https://github.github.com/gh-aw/guides/workflow-patterns/</source>
</secondary-sources>

Both URLs return HTTP 404 (verified directly) and neither appears in the validated doc_url_map for this repository's tracked gh-aw documentation references. There is no reference/llms page (the correct llms index page is https://github.github.com/gh-aw/llms.txt, which the file already cites correctly elsewhere) and there is no guides/workflow-patterns page (design pattern docs live under the patterns/ section, e.g. https://github.github.com/gh-aw/patterns/memory-ops/).

Current correct syntax

Valid current gh-aw doc URLs for this kind of content include:

• https://github.github.com/gh-aw/llms.txt (project research/index source, already cited in this file)
• https://github.github.com/gh-aw/patterns/memory-ops/ and other patterns/<slug>/ pages (design pattern references)

Suggested fix

Update the <secondary-sources> block to reference valid URLs, for example replacing reference/llms/ with https://github.github.com/gh-aw/llms.txt and guides/workflow-patterns/ with an existing patterns/<slug>/ page relevant to the workshop's research use case (e.g. https://github.github.com/gh-aw/patterns/memory-ops/, already used correctly in the sibling step workshop/20-persistent-memory.md).

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• expires on Sep 11, 2026, 2:44 PM UTC